Research Scientist
CurrentAffiliate researcher w/ CSAIL
Jan 2024 - Present
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Dan Zhao Email & Phone Number
Machine Learning Researcher + Economist + Data Scientist
at
MIT Computer Science and Artificial Intelligence Laboratory (CSAIL)
LinkedIn matched
✓ Verified Jun 2026
3 data sources
Profile completeness 86%
Role
Machine Learning Researcher + Economist + Data Scientist
Location
United States, United States, United States
Company size
Who is Dan Zhao? Overview
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Dan Zhao is listed as Machine Learning Researcher + Economist + Data Scientist at MIT Computer Science and Artificial Intelligence Laboratory (CSAIL), a company with 414 employees, based in United States, United States, United States. AeroLeads shows a matched LinkedIn profile for Dan Zhao.
Dan Zhao previously worked as Research Scientist at Mit Computer Science And Artificial Intelligence Laboratory (Csail) and Data Science & Research Lead at Ai For Scientific Research. Dan Zhao holds Doctor Of Philosophy - Phd Abd, Economics from Yale University.
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MIT Computer Science and Artificial Intelligence Laboratory (CSAIL)
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Profile bio
About Dan Zhao
Hey, my name is Dan and I wear multiple hats (for better or worse). On the one hand, I am an applied researcher in artificial intelligence and machine learning, focusing on efficient and robust learning in NLP, computer vision, and within deep learning optimization in general. Some examples of areas I'm currently focusing on include: efficient multi-modal learning, sustainable and green A.I. with a focus on mitigating the compute/carbon costs of deep learning workloads, high-performance computing (HPC), interactions between large language models (LLMs) and foundation models as agents, and distillation/interpretability of LLMs. On the other hand, I am also an economist and data scientist with a prior focus on macroeconomics, causal inference, and behavioral economics. Having worked in public policy, international trade, finance, big tech, quantum computing, social media, healthcare/biotech, drug discovery, and more, I try to take an interdisciplinary (read: unconventional) approach in my research, work, and leadership style. As an applied AI scientist, economist, and data scientist all-in-one, I have 9+ years of experience across industry, academia, and government. Though much of my previous/current work has been more applied--i.e., designing, prototyping, building, and scaling in-house systems, models, and algorithms--I also (somehow) have publications ranging from machine learning conferences such as NeurIPS to engineering or distributed computing venues like IEEE and ACM as well as economic journals like Empirical Economics, etc. Some other parts of my work experience have also involved biz ops, biz dev, product, etc. I've also had the honor of advising some really cool start-ups and mentoring some very bright students.With extensive experience as an individual contributor and team lead, as well as building/cultivating teams from the ground up, I have made contributions to ML‑powered systems that are still in use today from models/algorithms powering pricing engines to efficiently guiding deep learning training jobs, etc.Most importantly--I'm still learning as I go along.
Current workplace
Dan Zhao's current company
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Mit Computer Science And Artificial Intelligence Laboratory (Csail)
Employees
414
AeroLeads page
18 roles · 9 years
Dan Zhao work experience
A career timeline built from the work history available for this profile.
Data Science & Research Lead
May 2023 - Aug 2024
Ai Fellow In Residence
Sandbox AQ (formerly GoogleX)AI research resident and informal solutions architect, conducting applied research and building prototypes for clients and internal stakeholders focusing on LLM + RAG capabilities for scientific knowledge discovery, quantum navigation, privacy and security, quantum chemistry, ML for material science and battery science, drug.
Feb 2023 - Apr 2024
Advisor & Visiting Research Scientist
MIT Supercomputing Center
Feb 2021 - Jul 2023
Researcher, Machine Learning & Quantum Computing
Applied research in quantum machine learning systems.
May 2022 - Apr 2023
Sr. Applied Scientist
Cortex Machine Learning + Data Science & Applied SciencesRecommendation systems for Notifications & Home Timeline, research on multi-modal large language models, virality across the social graph, graph machine learning, and data science/analytics for the producer economy.
Mar 2022 - Mar 2023
Visiting Researcher
Machine learning for drug discovery and parallelization of phramacokinetics ODE solvers on GPU
Oct 2022 - Jan 2023
Technical Staff Sr. Applied Scientist
Member of Technical Staff, working w/ MIT Lincoln Lab, MIT CSAIL, & MIT Supercomputing CenterApplied machine learning research and prototyping in uncertainty quantification, large foundation models, human-in-the-loop machine learning systems, HPC optimization, neural architecture search/design, and more.
Feb 2021 - Mar 2022
Researcher
-Department of Statistics & Data Science-Department of Engineering & Applied Sciences-Department of Economics
Jun 2017 - Sep 2020
Lead Data Scientist, Analytics Lead
Financial Markets Advisory (FMA) Markets & Analytics Group (MAG) & Client SolutionsAdvised clients on a range of consulting, technological, analytical, capital markets, data science, and strategic advisory services across US, Europe, and Asia via BlackRock's capital markets/portfolio management knowledge, market and asset expertise, data analytics.
2017 - 2018
~1 yr
Senior Data Scientist - Quantitative Risk & Strategic Intelligence
Risk Methodology & Risk Analytics, Business Intelligence & Strategic PlanningManaged team of researchers, consultants, risk officers, and product managers to develop and productionalize models for forecasting and preparing businesses against high-severity, low-probability risk events (e.g. money laundering, cyber-security attacks, geo-political upheaval.
Sep 2015 - Nov 2017
Strategy & Operations Associate
Conducted and presented research on China's industrial organization, economic structure, and alternative growth measures for studying China's economic performance.Worked to improve cross-country GDP forecasts via dynamic forecasting methods and identification of alternative data/methods for gauging economic activity.
Aug 2014 - Sep 2015
Senior Consultant, Business Intelligence & Operational Analytics
Health Care Systems: Supply Chain & Logistics, Special ProjectsLed a team of consultants, product managers, and operational staff to investigate, document, and estimate the net economic value/costs of a new track and trace system for J&J's pharmaceutic products in the Eurozone.
May 2014 - Sep 2014
Assistant Director, Industrial Subsidies & Trade (Interim)
The White House, Executive Office of the President (Obama administration)Office of US Trade Representative/Office of Multilateral Affairs & World Trade OrganizationIndustrial & Trade Policy, People's Republic of China
Jun 2013 - Oct 2013
Policy Analyst
Researched and modeled economics of political spending in elections and efficiency/efficacy of voter registration.
Jun 2012 - Sep 2012
Policy Analyst
May 2011 - Feb 2012
Research Assistant
Participatory Budgeting Research Advisory Board
Jun 2011 - Sep 2011
Financial Regulation Research Group
May 2010 - Jul 2010
4 education records
Dan Zhao education
Doctor Of Philosophy - Phd Abd, Economics
Applied Mathematics, First Class With Honors
Master Of Science - Ms, Computer Science
Bachelor Of Arts - Ba, Economics, Statistics
FAQ
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Quick answers generated from the profile data available on this page.
What company does Dan Zhao work for?
Dan Zhao works for MIT Computer Science and Artificial Intelligence Laboratory (CSAIL).
What is Dan Zhao's role at MIT Computer Science and Artificial Intelligence Laboratory (CSAIL)?
Dan Zhao is listed as Machine Learning Researcher + Economist + Data Scientist at MIT Computer Science and Artificial Intelligence Laboratory (CSAIL).
Where is Dan Zhao based?
Dan Zhao is based in United States, United States, United States while working with MIT Computer Science and Artificial Intelligence Laboratory (CSAIL).
What companies has Dan Zhao worked for?
Dan Zhao has worked for Mit Computer Science And Artificial Intelligence Laboratory (Csail), Ai For Scientific Research, Sandboxaq, Massachusetts Institute Of Technology, and Nasa - National Aeronautics And Space Administration.
How can I contact Dan Zhao?
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What schools did Dan Zhao attend?
Dan Zhao holds Doctor Of Philosophy - Phd Abd, Economics from Yale University.
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